ARTIFICIAL INTELLIGENCE OF NEUROMORPHIC SYSTEMS

Digital Computability;Turing Machine;Undecidability;Unsolvability;Computational Time;P- and Np-problems;Arithmetical and Analytical Hierarchy;Oracle Turing Machine;Real (Number) Algorithm;Complex (Number) Algorithm;Graphic (BSS = Blum, Shub, Smale) Machine Over a Ring;Computability Over a Ring;Decidability Over a Ring;Computational Complexity Over a Ring;Computing Costs;P and NP Problems Over a Ring;Oracle Machine Over a Ring;Neural Networks (With Integer;Rational;and Real Weights);Finite Automata;Recognition of Formal Languages;Computable Real Numbers;Banach-Mazur Computability;Limits of Digital Computability;Inverse Imaging Problem;Tarski's Algorithm;Solvability of Real Optimization Problems;Machine Learning;Bayesean Reasoning;Activation Function;Learning Algorithms;(Linear and Nonlinear) Pattern Recognition;Statistical Learning;Causal Learning;ChatGPT;Supervised Learning;Non-Supervised Learning;Reinforcement Learning;Deep Learning;Complex Dynamical System;Statistical Mechanics;Quantum Bit;Superposition;Entanglement;Quantum Operators;Quantum Circuits;Quantum Computer;Quantum Parallelism;Shor's Quantum Algorithm;Quantum Complexity;Quantum Artificial Intelligence;Quantum Pattern Recognition;Quantum Neural Network;General Relativity Theory;Black Holes;Malament-Hogarth Event;Neuromorphic System;Brain Research;Cognitive Science;Huxley-Hodgkin Equations;Local Activity Principle;Cellular Neural Networks;Reaction Diffusion Equations;Memristor;Action Potential;Edge of Chaos;Neuromorphic Computing;Analogue Computer;SNN Chip;True North Chip;SpinNNaker Chip;Loihi Chip;Lava Language;Memristor Crossbar Architecture;Photonic Neuromorphic Systems;Mach-Zehnder Interferometer (MZI) Mesh;Photonic Micro-Ring Resonator (MRR) Bank;Photonic Crossbar Network;Phase-Change Memory (PCM);Convolutional Neural Network;Recurrent Neural Network;Reservoir Neural Network;Hopfield Neural Network;Spiking Neural Network;Semiconductor;Laser Light Model;LIF Neuron;Large Language Model (LLM);Photonic Neuron;Photonic Synapses;Photonic Neural Network;Neuromorphic Quantum System;Innovation Dynamics;Research Cluster;Market Competition;Energy Efficiency;Sustainability;Environmental Impact;Research Strategy;Artificial General Intelligence (AGI);Responsible AI